outputs/optimization_diagnostics.csv

experiment,cell,initial_reduced_objective,final_reduced_objective,beta_gradient_norm,iterations,personalized_tasks,final_objective,gradient_norm,initial_objective
linear_safety,0,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,1,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,2,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,3,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,4,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,5,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,6,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,7,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,8,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,9,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,10,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,11,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,12,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,13,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,14,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,15,4.373308164176943,4.293462045265366,9.278569506380398e-16,1,0,,,
linear_safety,16,4.509090507057506,4.438480309341531,6.857689045869927e-16,1,0,,,
linear_safety,17,4.7009955298583845,4.616779646029202,2.8734380085713157e-15,1,0,,,
linear_safety,18,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,19,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,20,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,21,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,22,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,23,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,24,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,25,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,26,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,27,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,28,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,29,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,30,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,31,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,32,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,33,13.385355700963109,13.157542799335145,1.4283212099884752e-15,1,0,,,
linear_safety,34,15.139577777633374,14.916929162766376,1.5787441875529193e-15,1,0,,,
linear_safety,35,14.66890318426057,14.445988285021215,1.9703129447089893e-15,1,0,,,
linear_safety,36,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,37,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,38,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,39,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,40,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,41,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,42,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,43,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,44,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,45,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,46,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,47,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,48,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,49,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,50,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,51,84.76887904395629,84.43483690141777,1.1741599531063035e-07,6,30,,,
linear_safety,52,88.49043882093666,88.14195258594988,6.147039768755952e-08,6,30,,,
linear_safety,53,87.17867129739696,86.82081710930896,7.267009546105183e-07,6,30,,,
linear_safety,54,64.5447332738266,64.36416919387042,3.793270570002404e-11,4,4,,,
linear_safety,55,64.60672640145995,64.44309173763219,1.977549218145296e-08,4,4,,,
linear_safety,56,65.02076888854448,64.86776873208565,5.094250910231391e-11,4,4,,,
linear_safety,57,6632.397186568508,6632.212928579403,5.914467806346379e-14,3,4,,,
linear_safety,58,6632.451988740914,6632.283342198148,2.922261187430794e-14,3,4,,,
linear_safety,59,6632.846507047599,6632.690941057274,7.559289936227422e-14,3,4,,,
linear_safety,60,64.5447332738266,64.36416919387042,3.793270570002404e-11,4,4,,,
linear_safety,61,64.60672640145995,64.44309173763219,1.977549218145296e-08,4,4,,,
linear_safety,62,65.02076888854448,64.86776873208565,5.094250910231391e-11,4,4,,,
linear_safety,63,6632.397186568508,6632.212928579403,5.914467806346379e-14,3,4,,,
linear_safety,64,6632.451988740914,6632.283342198148,2.922261187430794e-14,3,4,,,
linear_safety,65,6632.846507047599,6632.690941057274,7.559289936227422e-14,3,4,,,
linear_safety,66,64.5447332738266,64.36416919387042,3.793270570002404e-11,4,4,,,
linear_safety,67,64.60672640145995,64.44309173763219,1.977549218145296e-08,4,4,,,
linear_safety,68,65.02076888854448,64.86776873208565,5.094250910231391e-11,4,4,,,
linear_safety,69,6632.397186568508,6632.212928579403,5.914467806346379e-14,3,4,,,
linear_safety,70,6632.451988740914,6632.283342198148,2.922261187430794e-14,3,4,,,
linear_safety,71,6632.846507047599,6632.690941057274,7.559289936227422e-14,3,4,,,
linear_safety,72,72.47052917752663,72.18148226133367,3.934694106889122e-11,4,4,,,
linear_safety,73,72.53553054609137,72.22970325701807,7.744625290475094e-11,4,4,,,
linear_safety,74,73.34639615328271,73.0857620170748,1.369481439305475e-10,4,4,,,
linear_safety,75,6640.349072442446,6640.030241646866,4.782384143000843e-14,3,4,,,
linear_safety,76,6640.371334188879,6640.069953717533,1.6430503710009856e-14,3,4,,,
linear_safety,77,6641.176791011738,6640.908934342263,6.343813394629757e-14,3,4,,,
linear_safety,78,72.47052917752663,72.18148226133367,3.934694106889122e-11,4,4,,,
linear_safety,79,72.53553054609137,72.22970325701807,7.744625290475094e-11,4,4,,,
linear_safety,80,73.34639615328271,73.0857620170748,1.369481439305475e-10,4,4,,,
linear_safety,81,6640.349072442446,6640.030241646866,4.782384143000843e-14,3,4,,,
linear_safety,82,6640.371334188879,6640.069953717533,1.6430503710009856e-14,3,4,,,
linear_safety,83,6641.176791011738,6640.908934342263,6.343813394629757e-14,3,4,,,
linear_safety,84,72.47052917752663,72.18148226133367,3.934694106889122e-11,4,4,,,
linear_safety,85,72.53553054609137,72.22970325701807,7.744625290475094e-11,4,4,,,
linear_safety,86,73.34639615328271,73.0857620170748,1.369481439305475e-10,4,4,,,
linear_safety,87,6640.349072442446,6640.030241646866,4.782384143000843e-14,3,4,,,
linear_safety,88,6640.371334188879,6640.069953717533,1.6430503710009856e-14,3,4,,,
linear_safety,89,6641.176791011738,6640.908934342263,6.343813394629757e-14,3,4,,,
linear_safety,90,135.17125708513936,133.9447670096044,9.864862283535718e-08,6,30,,,
linear_safety,91,135.32602592306176,134.0245548635315,9.280462570056006e-08,6,30,,,
linear_safety,92,136.0327439626846,135.3706811476486,1.9129864298797397e-08,6,30,,,
linear_safety,93,6703.080467289473,6701.783698904935,1.1138091487515692e-07,6,30,,,
linear_safety,94,6703.152248887617,6701.858587452548,3.885541787185377e-06,5,30,,,
linear_safety,95,6703.902348720436,6703.190012826594,1.1436075649451948e-06,5,30,,,
linear_safety,96,135.17125708513936,133.9447670096044,9.864862283535718e-08,6,30,,,
linear_safety,97,135.32602592306176,134.0245548635315,9.280462570056006e-08,6,30,,,
linear_safety,98,136.0327439626846,135.3706811476486,1.9129864298797397e-08,6,30,,,
linear_safety,99,6703.080467289473,6701.783698904935,1.1138091487515692e-07,6,30,,,
linear_safety,100,6703.152248887617,6701.858587452548,3.885541787185377e-06,5,30,,,
linear_safety,101,6703.902348720436,6703.190012826594,1.1436075649451948e-06,5,30,,,
linear_safety,102,135.17125708513936,133.9447670096044,9.864862283535718e-08,6,30,,,
linear_safety,103,135.32602592306176,134.0245548635315,9.280462570056006e-08,6,30,,,
linear_safety,104,136.0327439626846,135.3706811476486,1.9129864298797397e-08,6,30,,,
linear_safety,105,6703.080467289473,6701.783698904935,1.1138091487515692e-07,6,30,,,
linear_safety,106,6703.152248887617,6701.858587452548,3.885541787185377e-06,5,30,,,
linear_safety,107,6703.902348720436,6703.190012826594,1.1436075649451948e-06,5,30,,,
linear_safety,108,140.54313432793853,140.24492179618994,8.842305978550223e-10,4,9,,,
linear_safety,109,139.26421461266648,138.92667814751383,1.0279444892972077e-09,4,9,,,
linear_safety,110,139.57327799046965,139.34847326616188,2.535157734796263e-09,4,9,,,
linear_safety,111,14918.164537587312,14917.842170840078,2.832770284905014e-13,3,9,,,
linear_safety,112,14916.883826140123,14916.504923742852,4.1855222384936445e-13,3,9,,,
linear_safety,113,14917.232026048496,14916.984854135768,3.325334739991724e-13,3,9,,,
linear_safety,114,140.54313432793853,140.24492179618994,8.842305978550223e-10,4,9,,,
linear_safety,115,139.26421461266648,138.92667814751383,1.0279444892972077e-09,4,9,,,
linear_safety,116,139.57327799046965,139.34847326616188,2.535157734796263e-09,4,9,,,
linear_safety,117,14918.164537587312,14917.842170840078,2.832770284905014e-13,3,9,,,
linear_safety,118,14916.883826140123,14916.504923742852,4.1855222384936445e-13,3,9,,,
linear_safety,119,14917.232026048496,14916.984854135768,3.325334739991724e-13,3,9,,,
linear_safety,120,140.54313432793853,140.24492179618994,8.842305978550223e-10,4,9,,,
linear_safety,121,139.26421461266648,138.92667814751383,1.0279444892972077e-09,4,9,,,
linear_safety,122,139.57327799046965,139.34847326616188,2.535157734796263e-09,4,9,,,
linear_safety,123,14918.164537587312,14917.842170840078,2.832770284905014e-13,3,9,,,
linear_safety,124,14916.883826140123,14916.504923742852,4.1855222384936445e-13,3,9,,,
linear_safety,125,14917.232026048496,14916.984854135768,3.325334739991724e-13,3,9,,,
linear_safety,126,147.11889743271036,146.9559717544069,3.2168901323991936e-10,4,9,,,
linear_safety,127,145.65222690110352,145.29364462131224,7.440918240205586e-10,4,9,,,
linear_safety,128,146.52227853331965,146.1888751720537,2.680753049074172e-09,4,9,,,
linear_safety,129,14924.719881698547,14924.552788588482,7.23258283595215e-14,3,9,,,
linear_safety,130,14923.253384026262,14922.871459723947,2.8123910265078863e-13,3,9,,,
linear_safety,131,14924.185648559127,14923.825328496945,4.178459065753848e-13,3,9,,,
linear_safety,132,147.11889743271036,146.9559717544069,3.2168901323991936e-10,4,9,,,
linear_safety,133,145.65222690110352,145.29364462131224,7.440918240205586e-10,4,9,,,
linear_safety,134,146.52227853331965,146.1888751720537,2.680753049074172e-09,4,9,,,
linear_safety,135,14924.719881698547,14924.552788588482,7.23258283595215e-14,3,9,,,
linear_safety,136,14923.253384026262,14922.871459723947,2.8123910265078863e-13,3,9,,,
linear_safety,137,14924.185648559127,14923.825328496945,4.178459065753848e-13,3,9,,,
linear_safety,138,147.11889743271036,146.9559717544069,3.2168901323991936e-10,4,9,,,
linear_safety,139,145.65222690110352,145.29364462131224,7.440918240205586e-10,4,9,,,
linear_safety,140,146.52227853331965,146.1888751720537,2.680753049074172e-09,4,9,,,
linear_safety,141,14924.719881698547,14924.552788588482,7.23258283595215e-14,3,9,,,
linear_safety,142,14923.253384026262,14922.871459723947,2.8123910265078863e-13,3,9,,,
linear_safety,143,14924.185648559127,14923.825328496945,4.178459065753848e-13,3,9,,,
linear_safety,144,197.9624183734053,197.18709475071668,1.4825143115093383e-07,6,30,,,
linear_safety,145,196.45990664639592,195.10092895813403,1.6320857082213734e-08,6,30,,,
linear_safety,146,197.08895090734111,196.60295336064667,2.6719247876997577e-08,6,30,,,
linear_safety,147,14975.62073009617,14974.743155093154,6.465350911566309e-08,6,30,,,
linear_safety,148,14973.837311602563,14972.60836574766,2.3404665786604985e-06,6,30,,,
linear_safety,149,14975.083000111576,14974.203345620499,1.1206932180750288e-06,5,30,,,
linear_safety,150,197.9624183734053,197.18709475071668,1.4825143115093383e-07,6,30,,,
linear_safety,151,196.45990664639592,195.10092895813403,1.6320857082213734e-08,6,30,,,
linear_safety,152,197.08895090734111,196.60295336064667,2.6719247876997577e-08,6,30,,,
linear_safety,153,14975.62073009617,14974.743155093154,6.465350911566309e-08,6,30,,,
linear_safety,154,14973.837311602563,14972.60836574766,2.3404665786604985e-06,6,30,,,
linear_safety,155,14975.083000111576,14974.203345620499,1.1206932180750288e-06,5,30,,,
linear_safety,156,197.9624183734053,197.18709475071668,1.4825143115093383e-07,6,30,,,
linear_safety,157,196.45990664639592,195.10092895813403,1.6320857082213734e-08,6,30,,,
linear_safety,158,197.08895090734111,196.60295336064667,2.6719247876997577e-08,6,30,,,
linear_safety,159,14975.62073009617,14974.743155093154,6.465350911566309e-08,6,30,,,
linear_safety,160,14973.837311602563,14972.60836574766,2.3404665786604985e-06,6,30,,,
linear_safety,161,14975.083000111576,14974.203345620499,1.1206932180750288e-06,5,30,,,
linear_safety,162,215.03373471165628,214.30745644216282,4.831929659837956e-09,4,14,,,
linear_safety,163,215.0887095830412,214.4865822414521,8.567392554972098e-09,4,14,,,
linear_safety,164,215.2482138108742,214.6966463964913,5.393287063199464e-09,4,14,,,
linear_safety,165,23202.476089555443,23201.634088442435,1.244907581409219e-12,3,14,,,
linear_safety,166,23202.518215102114,23201.81925286566,1.4987222665161935e-12,3,14,,,
linear_safety,167,23202.62594484758,23202.031529546563,2.0929057556390286e-12,3,14,,,
linear_safety,168,215.03373471165628,214.30745644216282,4.831929659837956e-09,4,14,,,
linear_safety,169,215.0887095830412,214.4865822414521,8.567392554972098e-09,4,14,,,
linear_safety,170,215.2482138108742,214.6966463964913,5.393287063199464e-09,4,14,,,
linear_safety,171,23202.476089555443,23201.634088442435,1.244907581409219e-12,3,14,,,
linear_safety,172,23202.518215102114,23201.81925286566,1.4987222665161935e-12,3,14,,,
linear_safety,173,23202.62594484758,23202.031529546563,2.0929057556390286e-12,3,14,,,
linear_safety,174,215.03373471165628,214.30745644216282,4.831929659837956e-09,4,14,,,
linear_safety,175,215.0887095830412,214.4865822414521,8.567392554972098e-09,4,14,,,
linear_safety,176,215.2482138108742,214.6966463964913,5.393287063199464e-09,4,14,,,
linear_safety,177,23202.476089555443,23201.634088442435,1.244907581409219e-12,3,14,,,
linear_safety,178,23202.518215102114,23201.81925286566,1.4987222665161935e-12,3,14,,,
linear_safety,179,23202.62594484758,23202.031529546563,2.0929057556390286e-12,3,14,,,
linear_safety,180,220.19356535320372,219.3396342735108,1.9530621192552168e-08,4,14,,,
linear_safety,181,219.78168023114114,219.0348174639742,6.181773289004835e-09,4,14,,,
linear_safety,182,220.27058281229952,219.8208300194528,1.639019546994376e-08,4,14,,,
linear_safety,183,23207.542923095403,23206.66626627378,4.811337767063785e-08,3,14,,,
linear_safety,184,23207.108035418296,23206.36748808818,1.1645585849134285e-12,3,14,,,
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linear_safety,186,220.19356535320372,219.3396342735108,1.9530621192552168e-08,4,14,,,
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linear_safety,203,23247.201170983713,23245.157930701724,1.8559464523646587e-06,6,30,,,
linear_safety,204,258.9475133092616,257.17918368187503,2.542725936902453e-08,7,30,,,
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linear_safety,208,23246.186115034503,23243.591466954455,2.6801203851013815e-06,6,30,,,
linear_safety,209,23247.201170983713,23245.157930701724,1.8559464523646587e-06,6,30,,,
linear_safety,210,258.9475133092616,257.17918368187503,2.542725936902453e-08,7,30,,,
linear_safety,211,258.57202529815135,256.43025490567146,6.60621855308724e-07,6,30,,,
linear_safety,212,258.86541228136736,257.96152384486044,1.603372883345346e-07,6,30,,,
linear_safety,213,23246.354013487773,23244.32255842715,5.484160256217687e-07,6,30,,,
linear_safety,214,23246.186115034503,23243.591466954455,2.6801203851013815e-06,6,30,,,
linear_safety,215,23247.201170983713,23245.157930701724,1.8559464523646587e-06,6,30,,,
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population_comparability,0,78.16628988846638,77.96466149285524,5.073579450536733e-11,4,4,,,
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glm_grid,0,,,,159,,13.800908759982986,6.91527553419331e-05,13.862959826056231
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glm_grid,34,,,,137,,13.754512731402386,0.0008985485486931907,13.862959826056231
glm_grid,35,,,,178,,13.767572718056636,0.0006054178377344315,13.862959826056231
glm_grid,36,,,,157,,13.712127182758909,0.0007612294613772952,13.862959826056231
glm_grid,37,,,,145,,13.788048843487756,0.0010453242287264046,13.862959826056231
glm_grid,38,,,,159,,13.820236266573424,0.0004095893656576922,13.862959826056231
glm_grid,39,,,,129,,13.729506124859002,0.0008567286347767588,13.862959826056231
glm_grid,40,,,,182,,13.767330202846463,0.0009611736805785542,13.862959826056231
glm_grid,41,,,,182,,13.816360407314018,0.0005029491676213293,13.862959826056231
glm_grid,42,,,,155,,13.753980366025301,0.0008432647745176133,13.862959826056231
glm_grid,43,,,,203,,13.75998901188262,0.0009804556679795496,13.862959826056231
glm_grid,44,,,,147,,13.825613465920222,0.00048710987700876677,13.862959826056231